Model results

GLM-5.3

Compare GLM-5.3 High and Max to see how the score and completion time change at a higher effort level.

Current batch

GLM-5.3 / High has the highest measured score at 62/100. GLM-5.3 / Max is the fastest measured configuration at 35m 52s. Choose based on whether quality or speed matters more for your task.

Open the complete Radar Read the evaluation method

Evaluation details

Published: Sep 16, 2026, 06:28 AM UTC
Question pack: coding-fast-v4.12
Tested: 2 measured configurations
Batch: evaluation-497e806be8b8470345169c1aad6752d74a0c1ce9e195a9eb7fcc02b628701c77

Measured configurations

Configuration	Rank	Score	Elapsed	Reference cost	Route
GLM-5.3 / High	#25	62/100	38m 6s	$0.46	Custom endpoint
GLM-5.3 / Max	#26	60/100	35m 52s	$0.41	Custom endpoint

Five-question profile

Question	GLM-5.3 / High	GLM-5.3 / Max
Black-box Regression Audit	10/20	10/20
Retry Planner Counterexamples	13/20	11/20
CI Adversarial Audit	14/20	13/20
Transaction Regression Design	15/20	15/20
Cache Propagation Certificate	10/20	11/20

Read High and Max as route-specific evidence

When both efforts appear in the same batch, their score and elapsed time are directly inspectable under the recorded protocol. A higher effort label still does not guarantee a higher score in every batch.

A small gap should be checked against the five-question profile and repeated comparable batches before it changes a default configuration.